DSC Weekly Digest 29 March 2021
Data As A Galaxy One of the more significant “quiet” trends that I’ve observed in the last few years has been the migration of data to the cloud and wit...
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DSC Webinar Series: Solving Problems with Commercial & Open Source
The influence of environmental exposures on human health and disease is gaining focus from healthcare professionals, scientists, and policy makers. By combining dataset...
Homework Assignment: Create a COVID19 At-Risk Score
Figure 1: The Art of Thinking Like a Data Scientist I love teaching because the onus is on me to clearly and concisely communicate my concepts to my students. As I told...
DSC Weekly Digest 22 March 2021
The Future For Data Scientists One of the first jobs that I had after college (in the midst of a recession) was working as a typesetter for a small company in Florida in ...
R vs. Python vs. Julia: How easy it is to write efficient code?
In my last post, I have compared R to Julia, showing how Julia brings a refreshening programming mindset to the Data Science community. The main takeaway is that with Jul...
Hurwitz-Riemann Zeta And Other Special Probability Distributions
Source: here In my previous article here, I discussed a simple way to solve complex optimization problems in machine learning. This was illustrated in the case of comple...
DSC Podcast Series: Looking at Feature Engineering in a Different Way
Predictive modeling success hinges on selecting the features that are most likely to affect the desired outcome and sub-optimal featuring engineering is one of the culpri...
Pros and Cons of using Python for Web Development
Python is the world’s third most popular programming language in February 2021, according to TIOBE’s index. It grew over 1.52% since January. Its massive demand in th...
Feature Engineering at a glance
Data Science Lifecycle revolves around using various analytical methods to produce insights and applying Machine Learning techniques to do the predictions from the colle...
DSC Weekly Digest 15 March 2021
Data Agility, Not Code Agility Twenty years ago, a group of programmers, project managers, and consultants met at a ski resort just outside of Ogden, Utah. What they came...